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The data being used represents quarterly Airbnb listings from 2022 for Asheville NC, data was collected from http://insideairbnb.com/get-the-data/.
Tools & Software utilized:
- Python with JupyterLab (data cleaning, transformation, manipulation & visualization)
- Excel (data visualization and dashboard creation)
- Tableau (data visualization and dashboard creation)
- Identify which factors have the strongest correlation with price.
- Determine the average nightly rent based on the number of; bedrooms, beds, bathrooms, and zipcode.
- Determine the number of rentals available based on; bedrooms, beds, bathrooms, and zipcode.
- Determine the average price of an Airbnb rental in Asheville NC depending on the number of bedrooms
- Identify the cheapest and most expensive time to rent an Airbnb in Asheville